"Regression Graphics" - книга, посвященная исследованию регрессионной графики с использованием компьютерных графических методов. Последние достижения в компьютерной технологии позволили обнаружить новые и захватывающие возможности графики в статистическом анализе. "Regression Graphics", являющаяся одной из первых учебных пособий данного уровня, демонстрирует, как статистики, как теоретики, так и практики, могут использовать эти захватывающие инновации. Авторы, разработав новый конт
Regression Graphics is an exploration of graphical techniques for regression analysis through computer graphics presented by authors from different universities and institutions. The development of computer technology revolutionized the ways in which graphic students are taught how to analyze their data. One of the important aspects - this is regression graphs, one of first textbook, diagrams describing tutorial on a subject for graduate students who work in the field. Showing both theoretical as well as applied statisticians how they can utilize these revolutionary new ideas. Thematically organized around a novel regression structure which requires liner restrictions, this book guides readers on graphical regression analyses.
Электронная Книга «Regression Graphics» написана автором Группа авторов в году.
Минимальный возраст читателя: 0
Язык: Английский
ISBN: 9780470317778
Описание книги от Группа авторов
An exploration of regression graphics through computer graphics. Recent developments in computer technology have stimulated new and exciting uses for graphics in statistical analyses. Regression Graphics, one of the first graduate-level textbooks on the subject, demonstrates how statisticians, both theoretical and applied, can use these exciting innovations. After developing a relatively new regression context that requires few scope-limiting conditions, Regression Graphics guides readers through the process of analyzing regressions graphically and assessing and selecting models. This innovative reference makes use of a wide range of graphical tools, including 2D and 3D scatterplots, 3D binary response plots, and scatterplot matrices. Supplemented by a companion ftp site, it features numerous data sets and applied examples that are used to elucidate the theory. Other important features of this book include: * Extensive coverage of a relatively new regression context based on dimension-reduction subspaces and sufficient summary plots * Graphical regression, an iterative visualization process for constructing sufficient regression views * Graphics for regressions with a binary response * Graphics for model assessment, including residual plots * Net-effects plots for assessing predictor contributions * Graphics for predictor and response transformations * Inverse regression methods * Access to a Web site of supplemental plots, data sets, and 3D color displays. An ideal text for students in graduate-level courses on statistical analysis, Regression Graphics is also an excellent reference for professional statisticians.
